Importing dataset from kaggle (https://www.kaggle.com/paramaggarwal/fashion-product-images-small)
!pip install -q kaggle
from google.colab import files
files.upload()
Saving kaggle.json to kaggle.json
{'kaggle.json': b'{"username":"yuvashreerchan","key":"2ee764e8fb92651f001fd4f503cd01bd"}'}
!mkdir ~/.kaggle
! cp kaggle.json ~/.kaggle/
! chmod 600 ~/.kaggle/kaggle.json
!kaggle datasets download -d paramaggarwal/fashion-product-images-small
Downloading fashion-product-images-small.zip to /content 97% 550M/565M [00:08<00:00, 68.2MB/s] 100% 565M/565M [00:08<00:00, 68.9MB/s]
!unzip fashion-product-images-small.zip
Streaming output truncated to the last 5000 lines.
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import numpy as np
import pandas as pd
import os
import tensorflow as tf
import tensorflow.keras as keras
import matplotlib.pyplot as plt
import matplotlib.image as mpimg
import seaborn as sns
import cv2
import pathlib
from PIL import Image
DATASET_PATH = "/content/myntradataset/"
print(os.listdir(DATASET_PATH))
['images', 'styles.csv']
# Load the dataset
styles_df = pd.read_csv(DATASET_PATH + "styles.csv", nrows=6000, error_bad_lines=False)
<ipython-input-17-b218eee20faa>:2: FutureWarning: The error_bad_lines argument has been deprecated and will be removed in a future version. Use on_bad_lines in the future. styles_df = pd.read_csv(DATASET_PATH + "styles.csv", nrows=6000, error_bad_lines=False)
plt.figure(figsize=(20,20))
for i in range(20,30):
plt.subplot(6, 10, i-10+1)
cloth_img = mpimg.imread(DATASET_PATH + 'images/100'+ str(i) +'.jpg')
plt.imshow(cloth_img)
plt.subplots_adjust(wspace=-0.5, hspace=1)
plt.show()
plt.figure(figsize=(20, 20))
# Display images from 10010.jpg to 10020.jpg
for i in range(10, 20):
plt.subplot(6, 10, i - 10 + 1)
cloth_img = mpimg.imread(DATASET_PATH + 'images/100' + str(i) + '.jpg')
plt.imshow(cloth_img)
plt.axis('off') # Turn off axis for better visualization
plt.subplots_adjust(wspace=-0.5, hspace=1)
plt.show()
Pre-processing
Merging the csv data with image data
df = pd.read_csv(DATASET_PATH + "styles.csv", nrows=5000, error_bad_lines=False)
df['image'] = df.apply(lambda row: str(row['id']) + ".jpg", axis=1)
df = df.reset_index(drop=True)
df.head(10)
<ipython-input-13-4b524f8a7fff>:1: FutureWarning: The error_bad_lines argument has been deprecated and will be removed in a future version. Use on_bad_lines in the future. df = pd.read_csv(DATASET_PATH + "styles.csv", nrows=5000, error_bad_lines=False)
| id | gender | masterCategory | subCategory | articleType | baseColour | season | year | usage | productDisplayName | image | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 15970 | Men | Apparel | Topwear | Shirts | Navy Blue | Fall | 2011 | Casual | Turtle Check Men Navy Blue Shirt | 15970.jpg |
| 1 | 39386 | Men | Apparel | Bottomwear | Jeans | Blue | Summer | 2012 | Casual | Peter England Men Party Blue Jeans | 39386.jpg |
| 2 | 59263 | Women | Accessories | Watches | Watches | Silver | Winter | 2016 | Casual | Titan Women Silver Watch | 59263.jpg |
| 3 | 21379 | Men | Apparel | Bottomwear | Track Pants | Black | Fall | 2011 | Casual | Manchester United Men Solid Black Track Pants | 21379.jpg |
| 4 | 53759 | Men | Apparel | Topwear | Tshirts | Grey | Summer | 2012 | Casual | Puma Men Grey T-shirt | 53759.jpg |
| 5 | 1855 | Men | Apparel | Topwear | Tshirts | Grey | Summer | 2011 | Casual | Inkfruit Mens Chain Reaction T-shirt | 1855.jpg |
| 6 | 30805 | Men | Apparel | Topwear | Shirts | Green | Summer | 2012 | Ethnic | Fabindia Men Striped Green Shirt | 30805.jpg |
| 7 | 26960 | Women | Apparel | Topwear | Shirts | Purple | Summer | 2012 | Casual | Jealous 21 Women Purple Shirt | 26960.jpg |
| 8 | 29114 | Men | Accessories | Socks | Socks | Navy Blue | Summer | 2012 | Casual | Puma Men Pack of 3 Socks | 29114.jpg |
| 9 | 30039 | Men | Accessories | Watches | Watches | Black | Winter | 2016 | Casual | Skagen Men Black Watch | 30039.jpg |
df.info()
<class 'pandas.core.frame.DataFrame'> RangeIndex: 5000 entries, 0 to 4999 Data columns (total 11 columns): # Column Non-Null Count Dtype --- ------ -------------- ----- 0 id 5000 non-null int64 1 gender 5000 non-null object 2 masterCategory 5000 non-null object 3 subCategory 5000 non-null object 4 articleType 5000 non-null object 5 baseColour 5000 non-null object 6 season 4999 non-null object 7 year 5000 non-null int64 8 usage 4953 non-null object 9 productDisplayName 4999 non-null object 10 image 5000 non-null object dtypes: int64(2), object(9) memory usage: 429.8+ KB
# Resolution and Quality
def assess_image_quality(image_path):
with Image.open(image_path) as img:
resolution = img.size
mode = img.mode
quality = img.info.get("quality", None)
return resolution, mode, quality
sample_image_path = "/content/myntradataset/images/10020.jpg"
resolution, mode, quality = assess_image_quality(sample_image_path)
print(f"Resolution: {resolution}, Mode: {mode}, Quality: {quality}")
Resolution: (60, 80), Mode: RGB, Quality: None
Visualizing the distribution of products across different categories
plt.figure(figsize=(6, 6))
sns.countplot(x='masterCategory', data=df,palette='pastel')
plt.title('Distribution of Products by Category')
plt.xlabel('Product Category')
plt.ylabel('Count')
plt.xticks(rotation=45)
plt.show()
Displaying count of every category of wearable/Clothing products
from matplotlib.colors import Normalize
# Calculate the count of each article type
article_type_counts = df['articleType'].value_counts().sort_values()
# Normalizing the data to fit within the colormap range
norm = Normalize(vmin=article_type_counts.min(), vmax=article_type_counts.max())
colormap = plt.cm.plasma
# Plotting the count of products in each article type with a gradient color bar
plt.figure(figsize=(10,18))
bars = plt.barh(article_type_counts.index, article_type_counts, color=colormap(norm(article_type_counts)))
plt.xlabel('Count')
plt.ylabel('Article Type')
# Adding color bar to show the mapping of article type counts to colors
cbar = plt.colorbar(plt.cm.ScalarMappable(norm=norm, cmap=colormap), ax=plt.gca(), orientation='vertical')
cbar.set_label('Count')
plt.title('Count of Products in Each Article Type (Gradient Color Bar)')
plt.show()
top_colors = df['baseColour'].value_counts().head(8)
color_mapping = {
'Red': 'red',
'Blue': 'lightblue',
'Green': 'lightgreen',
'Black':'black',
'Grey':'grey',
'White':'white',
'Brown':'brown',
'Pink':'pink'
}
# Creating a list of colors for the pie chart slices based on the color_mapping dictionary
colors = [color_mapping.get(color, 'gray') for color in top_colors.index]
plt.figure(figsize=(8, 8))
plt.pie(top_colors, labels=top_colors.index, autopct='%1.1f%%', startangle=140, colors=colors)
plt.title('Top 8 Distribution of Products by Base Color')
plt.show()
!pip install wordcloud
Requirement already satisfied: wordcloud in /usr/local/lib/python3.10/dist-packages (1.9.2) Requirement already satisfied: numpy>=1.6.1 in /usr/local/lib/python3.10/dist-packages (from wordcloud) (1.23.5) Requirement already satisfied: pillow in /usr/local/lib/python3.10/dist-packages (from wordcloud) (9.4.0) Requirement already satisfied: matplotlib in /usr/local/lib/python3.10/dist-packages (from wordcloud) (3.7.1) Requirement already satisfied: contourpy>=1.0.1 in /usr/local/lib/python3.10/dist-packages (from matplotlib->wordcloud) (1.2.0) Requirement already satisfied: cycler>=0.10 in /usr/local/lib/python3.10/dist-packages (from matplotlib->wordcloud) (0.12.1) Requirement already satisfied: fonttools>=4.22.0 in /usr/local/lib/python3.10/dist-packages (from matplotlib->wordcloud) (4.44.3) Requirement already satisfied: kiwisolver>=1.0.1 in /usr/local/lib/python3.10/dist-packages (from matplotlib->wordcloud) (1.4.5) Requirement already satisfied: packaging>=20.0 in /usr/local/lib/python3.10/dist-packages (from matplotlib->wordcloud) (23.2) Requirement already satisfied: pyparsing>=2.3.1 in /usr/local/lib/python3.10/dist-packages (from matplotlib->wordcloud) (3.1.1) Requirement already satisfied: python-dateutil>=2.7 in /usr/local/lib/python3.10/dist-packages (from matplotlib->wordcloud) (2.8.2) Requirement already satisfied: six>=1.5 in /usr/local/lib/python3.10/dist-packages (from python-dateutil>=2.7->matplotlib->wordcloud) (1.16.0)
from wordcloud import WordCloud
# Concatenate product titles into a single string
text = ' '.join(df['productDisplayName'].astype(str))
wordcloud = WordCloud(width=800, height=400, background_color='white').generate(text)
plt.figure(figsize=(10, 5))
plt.imshow(wordcloud, interpolation='bilinear')
plt.axis('off')
plt.show()
fig, axs = plt.subplots(1, 3, figsize=(18, 6))
# bar chart for 'usage'
sns.countplot(x='usage', data=df, palette='Set2', ax=axs[0])
axs[0].set_title('Count of Products by Usage')
axs[0].set_xlabel('Usage')
axs[0].set_ylabel('Count')
axs[0].tick_params(axis='x', rotation=45)
# bar chart for 'season'
sns.countplot(x='season', data=df, palette='pastel', ax=axs[1])
axs[1].set_title('Count of Products by Season')
axs[1].set_xlabel('Season')
axs[1].set_ylabel('Count')
axs[1].tick_params(axis='x', rotation=45)
# bar chart for 'gender'
sns.countplot(x='gender', data=df, palette='Set3', ax=axs[2])
axs[2].set_title('Count of Products by Gender')
axs[2].set_xlabel('Gender')
axs[2].set_ylabel('Count')
axs[2].tick_params(axis='x', rotation=45)
plt.tight_layout()
plt.show()
import seaborn as sns
# count plot for 'season' and 'usage'
plt.figure(figsize=(10, 6))
sns.countplot(x='season', hue='usage', data=df, palette='Set2')
plt.title('Count of Products by Season and Usage')
plt.xlabel('Season')
plt.ylabel('Count')
plt.xticks(rotation=45)
plt.legend(title='Usage')
plt.show()
plt.figure(figsize=(10, 6))
sns.lineplot(x='year', y='id',data=df, marker='o', color='skyblue', linewidth=2, markersize=8)
plt.title('Number of Products Over Years')
plt.xlabel('Year')
plt.ylabel('Count')
plt.xticks(rotation=45)
plt.show()
# Checking for null values in the entire DataFrame
null_values = df.isnull().sum()
print("Columns with Null Values:")
print(null_values[null_values > 0])
Columns with Null Values: season 1 usage 47 productDisplayName 1 dtype: int64
Model Building
import tensorflow as tf
import tensorflow.keras as keras
from tensorflow.keras import Model
from tensorflow.keras.applications import DenseNet121
from tensorflow.keras.applications import vgg16
from tensorflow.keras.preprocessing import image
from tensorflow.keras.applications.densenet import preprocess_input, decode_predictions
from tensorflow.keras.layers import GlobalMaxPooling2D
from tensorflow.keras.utils import plot_model
from sklearn.metrics.pairwise import linear_kernel
img_width, img_height, chnl = 200, 200, 3
#DenseNet121
densenet = DenseNet121(include_top=False, weights='imagenet', input_shape=(img_width, img_height, chnl))
densenet.trainable = False
model_dense = keras.Sequential([densenet,GlobalMaxPooling2D()])
model_dense.summary()
Downloading data from https://storage.googleapis.com/tensorflow/keras-applications/densenet/densenet121_weights_tf_dim_ordering_tf_kernels_notop.h5
29084464/29084464 [==============================] - 0s 0us/step
Model: "sequential"
_________________________________________________________________
Layer (type) Output Shape Param #
=================================================================
densenet121 (Functional) (None, 6, 6, 1024) 7037504
global_max_pooling2d (Glob (None, 1024) 0
alMaxPooling2D)
=================================================================
Total params: 7037504 (26.85 MB)
Trainable params: 0 (0.00 Byte)
Non-trainable params: 7037504 (26.85 MB)
_________________________________________________________________
#Resnet50
from tensorflow.keras.applications.resnet50 import ResNet50
resnet = ResNet50(weights='imagenet', include_top=False, input_shape = (img_width, img_height, chnl))
resnet.trainable = False
model_resnet = keras.Sequential([resnet,GlobalMaxPooling2D()])
model_resnet.summary()
Downloading data from https://storage.googleapis.com/tensorflow/keras-applications/resnet/resnet50_weights_tf_dim_ordering_tf_kernels_notop.h5
94765736/94765736 [==============================] - 2s 0us/step
Model: "sequential_1"
_________________________________________________________________
Layer (type) Output Shape Param #
=================================================================
resnet50 (Functional) (None, 7, 7, 2048) 23587712
global_max_pooling2d_1 (Gl (None, 2048) 0
obalMaxPooling2D)
=================================================================
Total params: 23587712 (89.98 MB)
Trainable params: 0 (0.00 Byte)
Non-trainable params: 23587712 (89.98 MB)
_________________________________________________________________
#VGG16
from tensorflow.keras.applications import VGG16
vgg=VGG16(include_top=False,weights='imagenet',input_shape=(img_width, img_height, chnl))
vgg.trainable=False
model_vgg = keras.Sequential([vgg,GlobalMaxPooling2D()])
model_vgg.summary()
Downloading data from https://storage.googleapis.com/tensorflow/keras-applications/vgg16/vgg16_weights_tf_dim_ordering_tf_kernels_notop.h5
58889256/58889256 [==============================] - 1s 0us/step
Model: "sequential_2"
_________________________________________________________________
Layer (type) Output Shape Param #
=================================================================
vgg16 (Functional) (None, 6, 6, 512) 14714688
global_max_pooling2d_2 (Gl (None, 512) 0
obalMaxPooling2D)
=================================================================
Total params: 14714688 (56.13 MB)
Trainable params: 0 (0.00 Byte)
Non-trainable params: 14714688 (56.13 MB)
_________________________________________________________________
def img_path(img):
return DATASET_PATH + 'images/' + img
def model_predict(model, img_name):
# Reshape
img = image.load_img(img_path(img_name), target_size=(img_width, img_height))
# img to Array
x = image.img_to_array(img)
# Expand Dim (1, w, h)
x = np.expand_dims(x, axis=0)
# Pre process Input
x = preprocess_input(x)
return model.predict(x).reshape(-1)
DenseNet embeddings
df_copy1 = df
df_embedding1 = df_copy1['image'].apply(lambda x: model_predict(model_dense, x))
df_embedding1 = df_embedding1.apply(pd.Series)
df_embedding1.head(5)
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ResNet50 embeddings
df_copy2 = df
df_embedding2 = df_copy2['image'].apply(lambda x: model_predict(model_resnet, x))
df_embedding2 = df_embedding2.apply(pd.Series)
df_embedding2.head(5)
Streaming output truncated to the last 5000 lines.
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| 0 | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | ... | 2038 | 2039 | 2040 | 2041 | 2042 | 2043 | 2044 | 2045 | 2046 | 2047 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0.000000 | 0.654194 | 0.174129 | 1.026756 | 3.661913 | 0.0 | 4.570984 | 0.00000 | 3.728843 | 0.161972 | ... | 1.553329 | 0.000000 | 3.187359 | 0.000000 | 1.147055 | 3.631071 | 0.000000 | 9.117006 | 3.495529 | 0.959238 |
| 1 | 0.089982 | 0.985371 | 0.000000 | 2.582211 | 5.242714 | 0.0 | 3.190962 | 0.00000 | 1.402248 | 0.000000 | ... | 2.403227 | 0.000000 | 1.766761 | 0.000000 | 0.000000 | 2.785151 | 0.000000 | 6.062467 | 5.397776 | 0.449319 |
| 2 | 0.000000 | 1.686443 | 0.093070 | 1.408280 | 2.793005 | 0.0 | 3.678887 | 0.00000 | 2.619771 | 0.000000 | ... | 2.088861 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 9.980749 | 2.049761 | 0.000000 |
| 3 | 0.000000 | 0.493873 | 0.000000 | 4.835564 | 7.473885 | 0.0 | 3.079197 | 0.83265 | 2.922189 | 0.000000 | ... | 1.937640 | 2.411918 | 1.450236 | 0.000000 | 0.000000 | 2.124941 | 0.753138 | 7.835529 | 6.929099 | 1.029551 |
| 4 | 0.000000 | 2.259118 | 0.000000 | 2.643834 | 2.568426 | 0.0 | 3.929397 | 0.00000 | 2.264754 | 0.000000 | ... | 3.268188 | 0.217552 | 2.145502 | 1.633718 | 0.040633 | 1.223833 | 0.000000 | 9.307408 | 8.296408 | 0.000000 |
5 rows × 2048 columns
VGG embeddings
df_copy3 = df
df_embedding3 = df_copy3['image'].apply(lambda x: model_predict(model_vgg, x))
df_embedding3 = df_embedding3.apply(pd.Series)
df_embedding3.head(5)
Streaming output truncated to the last 5000 lines.
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| 0 | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | ... | 502 | 503 | 504 | 505 | 506 | 507 | 508 | 509 | 510 | 511 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1.644407 | 0.000000 | 0.902178 | 0.910090 | 0.420428 | 0.000000 | 2.298997 | 2.791480 | 1.775548 | 0.000000 | ... | 1.882644 | 2.483800 | 0.152111 | 0.303340 | 0.953922 | 0.949353 | 1.771004 | 0.094403 | 1.020538 | 0.000000 |
| 1 | 0.934483 | 0.965171 | 0.895149 | 0.000000 | 0.826164 | 0.000000 | 0.550216 | 1.958884 | 0.657641 | 0.000000 | ... | 1.251366 | 4.443592 | 0.367615 | 1.104147 | 0.348347 | 1.172423 | 1.727709 | 0.794590 | 2.051220 | 0.495933 |
| 2 | 2.385170 | 0.000000 | 1.618434 | 2.651848 | 0.368372 | 0.854072 | 2.842782 | 0.055518 | 0.000000 | 1.645044 | ... | 1.648801 | 0.626700 | 0.642798 | 0.000000 | 0.000000 | 1.018217 | 0.496335 | 0.000000 | 0.984316 | 0.000000 |
| 3 | 0.036597 | 0.000000 | 0.275556 | 0.000000 | 1.499351 | 0.000000 | 1.280986 | 0.072011 | 0.000000 | 0.000000 | ... | 1.322177 | 4.268617 | 0.376122 | 0.606314 | 0.472987 | 0.638498 | 1.457755 | 0.000000 | 0.703641 | 0.045586 |
| 4 | 1.008840 | 0.000000 | 1.670843 | 1.299987 | 0.858919 | 0.587320 | 2.472529 | 1.357729 | 0.754673 | 0.000000 | ... | 1.609792 | 3.229031 | 0.413135 | 1.516541 | 0.941915 | 0.634968 | 3.043236 | 0.450548 | 0.890279 | 0.080901 |
5 rows × 512 columns
print(df_embedding1.shape) #DesneNet121
(5000, 1024)
print(df_embedding2.shape) #Resnet50
(5000, 2048)
print(df_embedding3.shape) #VGG16
(5000, 512)
Test Image
url="/content/shoe.png"
a = plt.imread(url)
plt.imshow(a)
<matplotlib.image.AxesImage at 0x77ff8fd3a950>
def model_predict(model, url):
# Reshape
img = image.load_img(url, target_size=(img_width, img_height))
# img to Array
x = image.img_to_array(img)
# Expand Dim (1, w, h)
x = np.expand_dims(x, axis=0)
# Pre process Input
x = preprocess_input(x)
return model.predict(x)
df_dn = model_predict(model_dense, url)
1/1 [==============================] - 0s 274ms/step
print(df_dn)
print(df_dn.shape)
[[1.0167127e-03 8.4392894e-03 7.3767942e-03 ... 7.4299126e+00 1.6196659e-01 5.0769253e+00]] (1, 1024)
df_rn = model_predict(model_resnet, url)
1/1 [==============================] - 0s 293ms/step
print(df_rn)
print(df_rn.shape)
[[0. 1.0547503 0. ... 7.42684 1.607844 0. ]] (1, 2048)
df_vgg=model_predict(model_vgg, url)
1/1 [==============================] - 0s 464ms/step
print(df_vgg)
print(df_vgg.shape)
[[1.02031350e+00 0.00000000e+00 9.72375214e-01 1.30422282e+00 2.16376567e+00 0.00000000e+00 5.83890557e-01 0.00000000e+00 1.97079986e-01 5.73905897e+00 0.00000000e+00 5.92827737e-01 1.41350484e+00 0.00000000e+00 1.37628615e-01 1.26568198e+00 1.30703461e+00 1.60581028e+00 0.00000000e+00 2.85551727e-01 4.88120258e-01 4.81345505e-01 1.27349937e+00 1.28006542e+00 4.15965855e-01 0.00000000e+00 3.44479799e+00 4.26155567e+00 0.00000000e+00 0.00000000e+00 2.53005815e+00 9.61089730e-01 1.07164490e+00 6.48107231e-01 6.69037700e-01 0.00000000e+00 7.26869822e-01 1.06604867e-01 0.00000000e+00 0.00000000e+00 1.07713544e+00 7.76631951e-01 1.28680444e+00 0.00000000e+00 3.34126616e+00 3.35197067e+00 1.21034300e+00 1.13314402e+00 4.96163696e-01 1.82252347e+00 1.17687786e+00 6.13626659e-01 2.57275295e+00 2.09117746e+00 1.86643219e+00 7.39494443e-01 6.22914135e-01 5.90389431e-01 5.74989974e-01 7.00412631e-01 0.00000000e+00 0.00000000e+00 3.45100373e-01 7.71940172e-01 0.00000000e+00 1.48093629e+00 2.17021298e+00 1.32753730e+00 0.00000000e+00 5.09028196e-01 6.81448281e-01 1.33038878e+00 8.11213970e-01 0.00000000e+00 0.00000000e+00 6.69463158e-01 1.59295046e+00 1.29315448e+00 0.00000000e+00 0.00000000e+00 5.15327573e-01 2.06286716e+00 4.98918474e-01 6.66153133e-01 0.00000000e+00 1.38286781e+00 6.86206341e-01 9.32998955e-01 9.61626291e-01 1.51880407e+00 1.52529582e-01 1.29670012e+00 1.97554007e-01 2.42124677e+00 0.00000000e+00 1.17661548e+00 2.74166107e-01 2.74621868e+00 3.70627451e+00 1.47554183e+00 4.78959084e-01 8.76141429e-01 1.58274996e+00 0.00000000e+00 2.86080956e+00 2.83944869e+00 2.37660557e-01 0.00000000e+00 9.23295796e-01 1.37068045e+00 1.13397670e+00 1.20448625e+00 6.38692230e-02 3.58408546e+00 1.75571644e+00 0.00000000e+00 1.58263111e+00 1.89241993e+00 8.11560035e-01 1.26969540e+00 7.55677760e-01 5.79764366e-01 0.00000000e+00 9.19665098e-01 1.41272688e+00 9.76998448e-01 3.19537699e-01 1.30726025e-01 3.18753511e-01 8.52657914e-01 0.00000000e+00 7.15097308e-01 4.21843648e-01 5.48047423e-01 1.25395790e-01 4.29911673e-01 2.02674985e+00 0.00000000e+00 2.02178669e+00 1.95427227e+00 4.26040798e-01 2.23965243e-01 2.48272371e+00 7.80989230e-01 0.00000000e+00 1.37746787e+00 8.02885056e-01 0.00000000e+00 8.57228160e-01 2.54950738e+00 4.13113207e-01 7.44340718e-01 5.36807418e-01 7.56194472e-01 1.25320029e+00 1.07991953e+01 3.63421649e-01 5.69175959e-01 0.00000000e+00 2.11168814e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.85347736e+00 1.21179318e+00 6.47592187e-01 9.14781272e-01 0.00000000e+00 9.75495696e-01 0.00000000e+00 1.35346919e-01 2.19963908e+00 1.55150461e+00 1.03528166e+00 4.69311059e-01 2.28943443e+00 7.67665148e-01 0.00000000e+00 5.02696216e-01 1.23502541e+00 1.89051390e+00 0.00000000e+00 2.24018812e+00 0.00000000e+00 6.43770516e-01 1.51477170e+00 7.65287995e-01 2.10631442e+00 0.00000000e+00 1.56137788e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.68031648e-01 2.00171971e+00 0.00000000e+00 3.58859181e-01 9.38588858e-01 2.49790287e+00 2.76183963e-01 3.01456547e+00 1.68315506e+00 2.71319389e+00 2.23933887e+00 0.00000000e+00 4.88918304e-01 2.02808428e+00 3.42896804e-02 0.00000000e+00 1.01896358e+00 8.24121773e-01 0.00000000e+00 1.66264236e+00 9.84599829e-01 1.23403907e+00 1.49805713e+00 9.23806548e-01 0.00000000e+00 2.48536140e-01 2.71194845e-01 2.09696338e-01 3.85359585e-01 3.51924086e+00 6.76527619e-01 0.00000000e+00 6.78597093e-01 1.65844870e+00 1.74102306e-01 3.05726945e-01 2.35138679e+00 6.04773402e-01 2.58394551e+00 1.01485944e+00 5.03161192e-01 0.00000000e+00 7.44108021e-01 1.26787186e+00 1.24054909e+00 1.00607657e+00 1.32350993e+00 5.53883851e-01 1.33658528e+00 1.49004900e+00 5.99771738e-01 2.83295363e-02 9.68674302e-01 0.00000000e+00 1.40106225e+00 1.63583398e+00 7.56295204e-01 1.37187445e+00 0.00000000e+00 0.00000000e+00 5.74123025e-01 1.86935031e+00 1.62683368e+00 6.95152998e-01 3.83161354e+00 5.88445425e-01 6.72783017e-01 2.15733558e-01 1.37702608e+00 1.89667892e+00 1.62882373e-01 1.46304619e+00 1.24998534e+00 6.44828677e-02 0.00000000e+00 0.00000000e+00 5.13080478e-01 1.23667800e+00 2.32038140e+00 4.34798032e-01 6.70980453e-01 4.62440223e-01 1.18201661e+00 1.35819530e+00 0.00000000e+00 2.78903127e+00 2.80152702e+00 9.18347359e-01 3.54449451e-03 3.04718345e-01 7.61359453e-01 1.13284421e+00 6.36670649e-01 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.17821911e-01 1.14887834e+00 1.57019567e+00 4.80145067e-01 0.00000000e+00 6.12021446e-01 9.07386065e-01 2.70175308e-01 1.06032240e+00 1.42739105e+00 4.37158465e-01 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.18918061e+00 1.21286857e+00 1.08358049e+00 6.84798598e-01 8.07485819e-01 8.11124623e-01 1.56441474e+00 7.24848509e-01 1.12535465e+00 4.39358354e-01 1.08712363e+00 1.33273855e-01 2.19261742e+00 2.15822506e+00 1.80203915e+00 3.48545879e-01 5.51028073e-01 1.99038112e+00 3.68805856e-01 4.67982560e-01 6.36089921e-01 1.34431326e+00 6.11668706e-01 1.28542113e+00 2.13141942e+00 1.81926560e+00 3.20889378e+00 0.00000000e+00 3.89780223e-01 3.60257059e-01 1.31465971e-01 6.88555419e-01 1.15891993e+00 1.97443306e+00 6.50788307e-01 2.23049307e+00 0.00000000e+00 1.84941030e+00 6.65379703e-01 2.78222829e-01 9.02203083e-01 5.88828862e-01 8.36709499e-01 1.62430048e+00 1.60388374e+00 0.00000000e+00 1.72978505e-01 2.87601650e-01 0.00000000e+00 2.96561289e+00 1.97477913e+00 0.00000000e+00 1.54495811e+00 6.87125742e-01 1.03122759e+00 1.65835679e-01 0.00000000e+00 2.32121199e-01 2.27008128e+00 1.71600118e-01 2.94990110e+00 0.00000000e+00 1.04186976e+00 0.00000000e+00 4.74603355e-01 8.48904610e-01 1.96502376e+00 0.00000000e+00 7.65631020e-01 6.05457544e-01 0.00000000e+00 1.79003119e+00 1.08392648e-01 0.00000000e+00 9.83202159e-01 0.00000000e+00 3.05855453e-01 2.22349954e+00 7.50519335e-01 1.44318986e+00 0.00000000e+00 2.34033275e+00 4.18091595e-01 1.14701295e+00 1.06071699e+00 0.00000000e+00 0.00000000e+00 2.20604348e+00 0.00000000e+00 1.81451368e+00 1.96460283e+00 1.40314654e-01 2.69146919e+00 6.84207916e-01 4.28118658e+00 1.69190550e+00 0.00000000e+00 1.37795603e+00 8.96717191e-01 1.32675433e+00 2.93119252e-01 0.00000000e+00 1.84310889e+00 1.30714035e+00 9.36481133e-02 3.28956890e+00 0.00000000e+00 3.90854526e+00 2.83168197e+00 4.41474915e-01 1.10064551e-01 5.93543530e-01 2.54789209e+00 1.89621413e+00 1.61804199e+00 4.05410051e-01 1.46485186e+00 0.00000000e+00 1.47247642e-01 0.00000000e+00 1.24331927e+00 2.26268125e+00 2.23963571e+00 2.30677652e+00 2.60006011e-01 0.00000000e+00 3.64795923e-01 0.00000000e+00 9.13913012e-01 3.96811724e-01 0.00000000e+00 7.27776825e-01 1.61198348e-01 8.44121516e-01 3.48749697e-01 5.36323369e-01 4.75245148e-01 1.57449424e+00 4.14844227e+00 3.02987874e-01 0.00000000e+00 1.56608212e+00 1.35949850e+00 1.00899652e-01 0.00000000e+00 4.56398904e-01 9.70940471e-01 2.28520319e-01 4.80070353e-01 0.00000000e+00 0.00000000e+00 9.14564550e-01 1.01372874e+00 0.00000000e+00 7.00218916e-01 2.87701428e-01 0.00000000e+00 5.47206163e-01 7.33764112e-01 5.89810967e-01 9.32968795e-01 2.16844201e+00 6.35519981e-01 0.00000000e+00 2.21846986e+00 2.08484507e+00 1.17948830e+00 1.03445694e-01 0.00000000e+00 2.49037170e+00 8.36444736e-01 1.31644011e+00 1.31386495e+00 7.17045367e-02 5.31294942e-03 7.65372440e-02 7.59540275e-02 6.29537106e-01 1.42289460e+00 1.21983111e+00 6.24458134e-01 7.60839343e-01 5.26636779e-01 9.27354932e-01 3.57055855e+00 3.97451377e+00 0.00000000e+00 2.64439210e-02 6.27978683e-01 2.46064380e-01 2.07940519e-01 1.26876998e+00 1.36207724e+00 1.61841795e-01 1.48845541e+00 3.57250929e+00 6.70731902e-01 8.83189738e-01 1.38618815e+00 2.59664583e+00 6.48743391e-01 7.07903624e-01 0.00000000e+00 5.19143581e+00 1.00564528e+00 5.95218837e-01 1.63253713e+00 1.31796026e+00 5.21140575e-01]] (1, 512)
df_dn = pd.DataFrame(df_dn)
print(df_dn)
df_rn = pd.DataFrame(df_rn)
print(df_rn)
df_vgg = pd.DataFrame(df_vgg)
print(df_vgg)
0 1 2 3 4 5 6 \
0 0.001017 0.008439 0.007377 0.007538 0.532814 1.149862 0.00123
7 8 9 ... 1014 1015 1016 1017 \
0 0.018826 0.583764 0.000939 ... 1.088745 1.393451 5.160206 1.929244
1018 1019 1020 1021 1022 1023
0 5.205926 0.899869 0.423642 7.429913 0.161967 5.076925
[1 rows x 1024 columns]
0 1 2 3 4 5 6 7 8 \
0 0.0 1.05475 0.0 0.0 1.671525 0.0 3.223349 0.165916 3.16398
9 ... 2038 2039 2040 2041 2042 2043 2044 \
0 0.260309 ... 0.0 0.0 1.738044 0.0 0.978741 1.722535 0.0
2045 2046 2047
0 7.42684 1.607844 0.0
[1 rows x 2048 columns]
0 1 2 3 4 5 6 7 8 \
0 1.020314 0.0 0.972375 1.304223 2.163766 0.0 0.583891 0.0 0.19708
9 ... 502 503 504 505 506 507 \
0 5.739059 ... 2.596646 0.648743 0.707904 0.0 5.191436 1.005645
508 509 510 511
0 0.595219 1.632537 1.31796 0.521141
[1 rows x 512 columns]
cosine_sim1 = linear_kernel(df_dn, df_embedding1)
print(cosine_sim1[0])
[4166.929 5521.453 5510.5396 ... 6081.488 5494.2305 5088.9297]
cosine_sim2 = linear_kernel(df_rn, df_embedding2)
print(cosine_sim2[0])
[13319.584 13309.081 12766.087 ... 14806.747 16015.95 13494.994]
cosine_sim3 = linear_kernel(df_vgg, df_embedding3)
print(cosine_sim3[0])
[659.38495 627.36835 566.9427 ... 607.83386 671.37103 554.2625 ]
def range_cs(cosine_sim):
x_min=cosine_sim.min(axis=1)
x_max=cosine_sim.max(axis=1)
norm=(cosine_sim-x_min)/(x_max-x_min)[:, np.newaxis]
return norm
dn_norm=range_cs(cosine_sim1)
rn_norm=range_cs(cosine_sim2)
vgg_norm=range_cs(cosine_sim3)
def get_recommendations(x, df, cosine_sim):
# the pairwsie similarity scores of all clothes with that one
sim_scores = list(enumerate(cosine_sim[x]))
# Sorting the clothes based on the similarity scores
sim_scores = sorted(sim_scores, key=lambda x: x[1], reverse=True)
# the scores of the 5 most similar clothes
sim_scores = sim_scores[0:5]
print(sim_scores)
# get the clothes indices
cloth_indices = [i[0] for i in sim_scores]
# Returning the top 5 most similar products
return df['image'].iloc[cloth_indices]
chosen_img_indx = 0
recommendation = get_recommendations(chosen_img_indx, df, dn_norm)
recommendation_list = recommendation.to_list()
plt.figure(figsize=(20,20))
j=0
for i in recommendation_list:
plt.subplot(6, 10, j+1)
cloth_img = mpimg.imread(DATASET_PATH + 'images/'+ i)
plt.imshow(cloth_img)
plt.axis("off")
j+=1
plt.title(" Densenet121 recommended images",loc='left')
plt.subplots_adjust(wspace=-0.5, hspace=1)
plt.show()
[(3285, 1.0), (1018, 0.96073043), (10, 0.9548702), (230, 0.95402867), (2170, 0.9529735)]
chosen_img_indx = 0
recommendation = get_recommendations(chosen_img_indx, df, rn_norm)
recommendation_list = recommendation.to_list()
plt.figure(figsize=(20,20))
j=0
for i in recommendation_list:
plt.subplot(6, 10, j+1)
cloth_img = mpimg.imread(DATASET_PATH + 'images/'+ i)
plt.imshow(cloth_img)
plt.axis("off")
j+=1
plt.title("Resnet50 recommended images",loc='left')
plt.subplots_adjust(wspace=-0.5, hspace=1)
plt.show()
[(4437, 1.0), (1886, 0.98952806), (1988, 0.9513504), (2306, 0.94870883), (4079, 0.9356843)]
chosen_img_indx = 0
recommendation = get_recommendations(chosen_img_indx, df, vgg_norm)
recommendation_list = recommendation.to_list()
plt.figure(figsize=(20,20))
j=0
for i in recommendation_list:
plt.subplot(6, 10, j+1)
cloth_img = mpimg.imread(DATASET_PATH + 'images/'+ i)
plt.imshow(cloth_img)
plt.axis("off")
j+=1
plt.title("Vgg16 recommended images",loc='left')
plt.subplots_adjust(wspace=-0.5, hspace=1)
plt.show()
[(4598, 1.0), (1142, 0.96959126), (4084, 0.9549752), (4724, 0.9479289), (480, 0.94058216)]
from sklearn.manifold import TSNE
import time
import seaborn as sns
time_start = time.time()
tsne = TSNE(n_components=2, verbose=0, perplexity=40, n_iter=300)
tsne_results1 = tsne.fit_transform(df_embedding1)
print('t-SNE done! Time elapsed: {} seconds'.format(time.time()-time_start))
t-SNE done! Time elapsed: 36.47108507156372 seconds
df['tsne-2d-one'] = tsne_results1[:,0]
df['tsne-2d-two'] = tsne_results1[:,1]
plt.figure(figsize=(16,10))
sns.scatterplot(x="tsne-2d-one", y="tsne-2d-two",
hue="masterCategory",
data=df,
legend="full",
alpha=0.8)
<Axes: xlabel='tsne-2d-one', ylabel='tsne-2d-two'>
plt.figure(figsize=(16,10))
sns.scatterplot(x="tsne-2d-one", y="tsne-2d-two",
hue="subCategory",
data=df,
legend="full",
alpha=0.8)
<Axes: xlabel='tsne-2d-one', ylabel='tsne-2d-two'>
tsne_results2 = tsne.fit_transform(df_embedding2)
print('t-SNE done! Time elapsed: {} seconds'.format(time.time()-time_start))
t-SNE done! Time elapsed: 70.04013776779175 seconds
df['tsne-2d-one'] = tsne_results2[:,0]
df['tsne-2d-two'] = tsne_results2[:,1]
plt.figure(figsize=(16,10))
sns.scatterplot(x="tsne-2d-one", y="tsne-2d-two",
hue="masterCategory",
data=df,
legend="full",
alpha=0.8)
<Axes: xlabel='tsne-2d-one', ylabel='tsne-2d-two'>
plt.figure(figsize=(16,10))
sns.scatterplot(x="tsne-2d-one", y="tsne-2d-two",
hue="subCategory",
data=df,
legend="full",
alpha=0.8)
<Axes: xlabel='tsne-2d-one', ylabel='tsne-2d-two'>
tsne_results3 = tsne.fit_transform(df_embedding3)
print('t-SNE done! Time elapsed: {} seconds'.format(time.time()-time_start))
t-SNE done! Time elapsed: 181.94663262367249 seconds
df['tsne-2d-one'] = tsne_results3[:,0]
df['tsne-2d-two'] = tsne_results3[:,1]
plt.figure(figsize=(16,10))
sns.scatterplot(x="tsne-2d-one", y="tsne-2d-two",
hue="masterCategory",
data=df,
legend="full",
alpha=0.8)
<Axes: xlabel='tsne-2d-one', ylabel='tsne-2d-two'>
plt.figure(figsize=(16,10))
sns.scatterplot(x="tsne-2d-one", y="tsne-2d-two",
hue="subCategory",
data=df,
legend="full",
alpha=0.8)
<Axes: xlabel='tsne-2d-one', ylabel='tsne-2d-two'>